Crossref
journal-article
Elsevier BV
Vision Research (78)
References
44
Referenced
2,453
{'key': '10.1016/S0042-6989(97)00169-7_bib1', 'article-title': 'A new learning algorithm for blind signal separation', 'volume': 'Vol. 8', 'author': 'Amari', 'year': '1996'}
/ A new learning algorithm for blind signal separation by Amari (1996)10.1088/0954-898X_3_2_009
/ Network / Could information theory provide an ecological theory of sensory processing? by Atick (1992)10.1162/neco.1990.2.3.308
/ Neural Computation / Towards a theory of early visual processing by Atick (1990)10.1162/neco.1992.4.2.196
/ Neural Computation / What does the retina know about natural scenes? by Atick (1992)10.1038/381560a0
/ Nature / An efficient code in V1? by Baddeley (1996){'key': '10.1016/S0042-6989(97)00169-7_bib6', 'series-title': 'Sensory communication', 'first-page': '217', 'article-title': 'Possible principles underlying the transformations of sensory messages', 'author': 'Barlow', 'year': '1961'}
/ Sensory communication / Possible principles underlying the transformations of sensory messages by Barlow (1961)10.1162/neco.1989.1.3.295
/ Neural Computation / Unsupervised learning by Barlow (1989)10.1007/BF00332910
/ Biological Cybernetics / Internal representations for associative memory by Baum (1988)10.1162/neco.1995.7.6.1129
/ Neural Computation / An information-maximization approach to blind separation and blind deconvolution by Bell (1995)10.1016/0165-1684(94)90029-9
/ Signal Processing / Independent component analysis, a new concept? by Comon (1994)10.1523/JNEUROSCI.16-10-03351.1996
/ Journal of Neuroscience / Efficient coding of natural scenes in the lateral geniculate nucleus: experimental test of a computational theory by Dan (1996)10.1109/10.16456
/ IEEE Transactions on Biomedical Engineering / Entropy reduction and decorrelation in visual coding by oriented neural receptive fields by Daugman (1989)10.1162/neco.1995.7.5.889
/ Neural Computation / The Helmholtz machine by Dayan (1995)10.1016/0042-6989(82)90113-4
/ Vision Research / Spatial frequency selectivity of cells in macaque visual cortex by De Valois (1982)10.1088/0954-898X_6_2_003
/ Network: Computation in Neural Systems / Temporal decorrelation: a theory of lagged and non-lagged responses in the lateral geniculate nucleus by Dong (1995)10.1364/JOSAA.4.002379
/ Journal of the Optical Society of America A / Relations between the statistics of natural images and the response properties of cortical cells by Field (1987){'key': '10.1016/S0042-6989(97)00169-7_bib17', 'series-title': 'Wavelets, fractals, and Fourier transforms', 'first-page': '151', 'article-title': 'Scale-invariance and self-similar “wavelet” transforms: an analysis of natural scenes and mammalian visual systems', 'author': 'Field', 'year': '1993'}
/ Wavelets, fractals, and Fourier transforms / Scale-invariance and self-similar “wavelet” transforms: an analysis of natural scenes and mammalian visual systems by Field (1993)10.1162/neco.1994.6.4.559
/ Neural Computation / What is the goal of sensory coding? by Field (1994)10.1007/BF02331346
/ Biological Cybernetics / Forming sparse representations by local antiHebbian learning by Foldiak (1990){'key': '10.1016/S0042-6989(97)00169-7_bib20', 'first-page': '895', 'article-title': 'Sparse coding in the primate cortex', 'author': 'Foldiak', 'year': '1995'}
/ Sparse coding in the primate cortex by Foldiak (1995)10.1080/01621459.1987.10478427
/ Journal of the American Statistical Association / Exploratory projection pursuit by Friedman (1987)10.1088/0954-898X_6_3_002
/ Network / Finding compact and sparsedistributed representations of visual images by Fyfe (1995){'key': '10.1016/S0042-6989(97)00169-7_bib23', 'article-title': 'Low entropy coding with unsupervised neural networks', 'author': 'Harpur', 'year': '1997'}
/ Low entropy coding with unsupervised neural networks by Harpur (1997)10.1088/0954-898X_7_2_007
/ Network / Development of low entropy coding in a recurrent network by Harpur (1996)10.1098/rstb.1997.0101
/ Philosophical Transactions of the Royal Society B / Generative models for discovering sparse distributed representations by Hinton (1997)10.1162/neco.1992.4.1.98
/ Neural Computation / Feature extraction using an unsupervised neural network by Intrator (1992){'key': '10.1016/S0042-6989(97)00169-7_bib27', 'series-title': 'Information theory and statistics', 'author': 'Kullback', 'year': '1959'}
/ Information theory and statistics by Kullback (1959){'key': '10.1016/S0042-6989(97)00169-7_bib28', 'first-page': '7797', 'article-title': 'Formation of receptive fields in realistic visual environments according to the Bienenstock, Cooper, and Munro (BCM) theory', 'volume': '91', 'author': 'Law', 'year': '1994'}
/ Formation of receptive fields in realistic visual environments according to the Bienenstock, Cooper, and Munro (BCM) theory by Law (1994){'key': '10.1016/S0042-6989(97)00169-7_bib29', 'article-title': 'Bayesian unsupervised learning of higher order structure', 'volume': 'Vol. 9', 'author': 'Lewicki', 'year': '1996'}
/ Bayesian unsupervised learning of higher order structure by Lewicki (1996){'key': '10.1016/S0042-6989(97)00169-7_bib30', 'article-title': 'Independence rejection: an unsupervised learning algorithm for extracting latent source structures from arbitrary image populations', 'author': 'Lu', 'year': '1996'}
/ Independence rejection: an unsupervised learning algorithm for extracting latent source structures from arbitrary image populations by Lu (1996)10.1109/34.192463
/ IEEE Transactions on Pattern Analysis and Machine Intelligence / A theory for multiresolution signal decomposition: the wavelet representation by Mallat (1989){'key': '10.1016/S0042-6989(97)00169-7_bib32', 'series-title': 'Large scale neuronal theories of the brain', 'first-page': '125', 'article-title': 'Neuronal architectures for pattern-theoretic problems', 'author': 'Mumford', 'year': '1994'}
/ Large scale neuronal theories of the brain / Neuronal architectures for pattern-theoretic problems by Mumford (1994){'key': '10.1016/S0042-6989(97)00169-7_bib33', 'series-title': 'AI Memo 1580', 'article-title': 'Learning linear, sparse, factorial codes', 'author': 'Olshausen', 'year': '1996'}
/ AI Memo 1580 / Learning linear, sparse, factorial codes by Olshausen (1996){'key': '10.1016/S0042-6989(97)00169-7_bib34', 'series-title': 'The neurobiology of computation', 'first-page': '275', 'article-title': 'A model of the spatialfrequency organization in primate striate cortex', 'author': 'Olshausen', 'year': '1994'}
/ The neurobiology of computation / A model of the spatialfrequency organization in primate striate cortex by Olshausen (1994)10.1038/381607a0
/ Nature / Emergence of simple-cell receptive field properties by learning a sparse code for natural images by Olshausen (1996)10.1088/0954-898X_7_2_014
/ Network, / Natural image statistics and efficient coding by Olshausen (1996)10.1364/JOSAA.5.000598
/ Journal of the Optical Society of America A / Two-dimensional spatial structure of receptive fields in monkey striate cortex by Parker (1988){'key': '10.1016/S0042-6989(97)00169-7_bib38', 'series-title': 'International Conf. on Neural Information Processing', 'article-title': 'A context-sensitive generalization of ICA', 'author': 'Pearlmutter', 'year': '1996'}
/ International Conf. on Neural Information Processing / A context-sensitive generalization of ICA by Pearlmutter (1996){'key': '10.1016/S0042-6989(97)00169-7_bib39', 'series-title': 'Paper presented at CNS96', 'article-title': 'Projection pursuit analysis of the statistical structure in natural scenes', 'author': 'Press', 'year': '1996'}
/ Paper presented at CNS96 / Projection pursuit analysis of the statistical structure in natural scenes by Press (1996)10.1162/neco.1997.9.4.721
/ Neural Computation / Dynamic model of visual recognition predicts neural response properties in the visual cortex by Rao (1997)10.1162/neco.1995.7.1.51
/ Neural Computation / A multiple cause mixture model for unsupervised learning by Saund (1995)10.1109/18.119725
/ IEEE Transactions on Information Theory / Shiftable multiscale transforms by Simoncelli (1992)10.1017/S0952523800005940
/ Visual Neuroscience / The effect of threshold on the relationship between the receptive field profile and the spatialfrequency tuning curve in simple cells of the cat's striate cortex by Tadmor (1989){'key': '10.1016/S0042-6989(97)00169-7_bib44', 'article-title': 'A minimum description length framework for unsupervised learning', 'author': 'Zemel', 'year': '1993'}
/ A minimum description length framework for unsupervised learning by Zemel (1993)
Dates
Type | When |
---|---|
Created | 23 years, 1 month ago (July 25, 2002, 9:42 a.m.) |
Deposited | 2 years, 10 months ago (Oct. 23, 2022, 12:08 p.m.) |
Indexed | 11 minutes ago (Sept. 7, 2025, 6:34 p.m.) |
Issued | 27 years, 9 months ago (Dec. 1, 1997) |
Published | 27 years, 9 months ago (Dec. 1, 1997) |
Published Print | 27 years, 9 months ago (Dec. 1, 1997) |
@article{Olshausen_1997, title={Sparse coding with an overcomplete basis set: A strategy employed by V1?}, volume={37}, ISSN={0042-6989}, url={http://dx.doi.org/10.1016/s0042-6989(97)00169-7}, DOI={10.1016/s0042-6989(97)00169-7}, number={23}, journal={Vision Research}, publisher={Elsevier BV}, author={Olshausen, Bruno A. and Field, David J.}, year={1997}, month=dec, pages={3311–3325} }